Author

P. Yalınay Dikmen

2 papers indexed here

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Open access Aug 2026

Machine Learning Classification of Migraine Using fNIRS During a Postural Task

A wide-scale pipeline achieved a robust, validated separation of migraine from screened controls, carried by a distributed venous-weighted deoxyhemoglobin signature; specificity against other headache disorders remains to be established.

Emre Yorgancıgil, Gülnaz Yükselen, Roksi Franci et al. · Brain Science · 0 citations

Open access Aug 2026

Real-world evidence on migraine treatment in routine clinical practice: insights from the Türkiye migraine registry study using artificial intelligence algorithms

Artificial intelligence-assisted EHR analysis revealed underdiagnosis, high imaging use, and limited adoption of mechanism-specific preventives in Türkiye, underscoring the need for improved diagnostic accuracy and broader access to modern therapies.

Pınar Yalınay Dikmen, E. Aydınlar, S. N. Dumlu et al. · Frontiers in Neurology · 0 citations